李雅普诺夫函数
非线性系统
数学
匡威
摄动(天文学)
理论(学习稳定性)
李雅普诺夫指数
Lyapunov重新设计
应用数学
李雅普诺夫方程
指数稳定性
控制理论(社会学)
时间导数
控制Lyapunov函数
数学分析
计算机科学
控制(管理)
物理
几何学
量子力学
机器学习
人工智能
出处
期刊:Ima Journal of Mathematical Control and Information
[Oxford University Press]
日期:2021-02-03
卷期号:38 (2): 534-551
被引量:11
标识
DOI:10.1093/imamci/dnaa040
摘要
Abstract This paper is concerned with stability analysis of nonlinear time-varying systems by using Lyapunov function based approach. The classical Lyapunov stability theorems are generalized in the sense that the time-derivative of the Lyapunov functions are allowed to be indefinite. Then, under quite general assumptions, we first present a new converse stability theorem for a large class of time-varying systems which will be used to prove certain stability properties of nonlinear systems with perturbation. Therefore, a new Lyapunov function is presented that guarantees global asymptotic stability under some restrictions on the perturbed system. Furthermore, some illustrative examples are presented.
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